Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 9725 |
| Missing cells | 9676 |
| Missing cells (%) | 5.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.4 MiB |
| Average record size in memory | 153.0 B |
Variable types
| Numeric | 14 |
|---|---|
| Categorical | 5 |
| Boolean | 1 |
over_under_line has a high cardinality: 68 distinct values | High cardinality |
elo1_pre is highly correlated with qbelo1_pre | High correlation |
elo2_pre is highly correlated with qbelo2_pre | High correlation |
elo_prob1 is highly correlated with elo_prob2 and 2 other fields | High correlation |
elo_prob2 is highly correlated with elo_prob1 and 2 other fields | High correlation |
qbelo1_pre is highly correlated with elo1_pre | High correlation |
qbelo2_pre is highly correlated with elo2_pre | High correlation |
qbelo_prob1 is highly correlated with elo_prob1 and 2 other fields | High correlation |
qbelo_prob2 is highly correlated with elo_prob1 and 2 other fields | High correlation |
stadium_neutral is highly correlated with compass_home | High correlation |
compass_home is highly correlated with stadium_neutral | High correlation |
compass_home has 9676 (99.5%) missing values | Missing |
dt_for_home is highly skewed (γ1 = 21.07824614) | Skewed |
df_index is uniformly distributed | Uniform |
df_index has unique values | Unique |
qbelo1_pre has unique values | Unique |
qbelo2_pre has unique values | Unique |
qbelo_prob1 has unique values | Unique |
qbelo_prob2 has unique values | Unique |
spread_favorite has 133 (1.4%) zeros | Zeros |
dt_for_home has 9676 (99.5%) zeros | Zeros |
Reproduction
| Analysis started | 2021-04-16 16:49:53.648888 |
|---|---|
| Analysis finished | 2021-04-16 16:50:15.882873 |
| Duration | 22.23 seconds |
| Software version | pandas-profiling v2.11.0 |
| Download configuration | config.yaml |
| Distinct | 9725 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7160 |
|---|---|
| Minimum | 2298 |
| Maximum | 12022 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 76.1 KiB |
Quantile statistics
| Minimum | 2298 |
|---|---|
| 5-th percentile | 2784.2 |
| Q1 | 4729 |
| median | 7160 |
| Q3 | 9591 |
| 95-th percentile | 11535.8 |
| Maximum | 12022 |
| Range | 9724 |
| Interquartile range (IQR) | 4862 |
Descriptive statistics
| Standard deviation | 2807.510018 |
|---|---|
| Coefficient of variation (CV) | 0.3921103377 |
| Kurtosis | -1.2 |
| Mean | 7160 |
| Median Absolute Deviation (MAD) | 2431 |
| Skewness | 0 |
| Sum | 69631000 |
| Variance | 7882112.5 |
| Monotocity | Strictly increasing |
| Value | Count | Frequency (%) |
| 4098 | 1 | < 0.1% |
| 2740 | 1 | < 0.1% |
| 4791 | 1 | < 0.1% |
| 10936 | 1 | < 0.1% |
| 8889 | 1 | < 0.1% |
| 2748 | 1 | < 0.1% |
| 6846 | 1 | < 0.1% |
| 4799 | 1 | < 0.1% |
| 10944 | 1 | < 0.1% |
| 8897 | 1 | < 0.1% |
| Other values (9715) | 9715 |
| Value | Count | Frequency (%) |
| 2298 | 1 | |
| 2299 | 1 | |
| 2300 | 1 | |
| 2301 | 1 | |
| 2302 | 1 |
| Value | Count | Frequency (%) |
| 12022 | 1 | |
| 12021 | 1 | |
| 12020 | 1 | |
| 12019 | 1 | |
| 12018 | 1 |
result
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 76.1 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 9725 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
| Value | Count | Frequency (%) |
| 1 | 5637 | |
| 0 | 4088 |
| Value | Count | Frequency (%) |
| 1 | 5637 | |
| 0 | 4088 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 5637 | |
| 0 | 4088 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 9725 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 1 | 5637 | |
| 0 | 4088 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 9725 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 1 | 5637 | |
| 0 | 4088 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 9725 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 1 | 5637 | |
| 0 | 4088 |
| Distinct | 47 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -5.394190231 |
|---|---|
| Minimum | -26.5 |
| Maximum | 0 |
| Zeros | 133 |
| Zeros (%) | 1.4% |
| Memory size | 76.1 KiB |
Quantile statistics
| Minimum | -26.5 |
|---|---|
| 5-th percentile | -12.5 |
| Q1 | -7 |
| median | -4.5 |
| Q3 | -3 |
| 95-th percentile | -1 |
| Maximum | 0 |
| Range | 26.5 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.430153417 |
|---|---|
| Coefficient of variation (CV) | -0.6358977473 |
| Kurtosis | 1.163035489 |
| Mean | -5.394190231 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -1.066664965 |
| Sum | -52458.5 |
| Variance | 11.76595246 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| -3 | 1492 | |
| -3.5 | 763 | 7.8% |
| -7 | 701 | 7.2% |
| -2.5 | 626 | 6.4% |
| -6 | 532 | 5.5% |
| -4 | 530 | 5.4% |
| -6.5 | 489 | 5.0% |
| -1 | 472 | 4.9% |
| -2 | 421 | 4.3% |
| -4.5 | 342 | 3.5% |
| Other values (37) | 3357 |
| Value | Count | Frequency (%) |
| -26.5 | 1 | |
| -24.5 | 1 | |
| -24 | 1 | |
| -22.5 | 1 | |
| -21.5 | 1 |
| Value | Count | Frequency (%) |
| 0 | 133 | 1.4% |
| -1 | 472 | |
| -1.5 | 302 | |
| -2 | 421 | |
| -2.5 | 626 |
| Distinct | 68 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 76.1 KiB |
| 41 | 564 |
|---|---|
| 44 | 511 |
| 42 | 507 |
| 43 | 487 |
| 37 | 474 |
| Other values (63) |
Length
| Max length | 4 |
|---|---|
| Median length | 2 |
| Mean length | 2.692133676 |
| Min length | 1 |
Characters and Unicode
| Total characters | 26181 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 3 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 6 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 30 |
|---|---|
| 2nd row | 39 |
| 3rd row | 31 |
| 4th row | 31.5 |
| 5th row | 37 |
| Value | Count | Frequency (%) |
| 41 | 564 | 5.8% |
| 44 | 511 | 5.3% |
| 42 | 507 | 5.2% |
| 43 | 487 | 5.0% |
| 37 | 474 | 4.9% |
| 40 | 470 | 4.8% |
| 38 | 451 | 4.6% |
| 39 | 425 | 4.4% |
| 45 | 410 | 4.2% |
| 43.5 | 309 | 3.2% |
| Other values (58) | 5117 |
| Value | Count | Frequency (%) |
| 41 | 564 | 5.8% |
| 44 | 511 | 5.3% |
| 42 | 507 | 5.2% |
| 43 | 487 | 5.0% |
| 37 | 474 | 4.9% |
| 40 | 470 | 4.9% |
| 38 | 451 | 4.7% |
| 39 | 425 | 4.4% |
| 45 | 410 | 4.2% |
| 43.5 | 309 | 3.2% |
| Other values (57) | 5062 |
Most occurring characters
| Value | Count | Frequency (%) |
| 4 | 6952 | |
| 5 | 4941 | |
| 3 | 4136 | |
| . | 3393 | |
| 7 | 1156 | 4.4% |
| 8 | 993 | 3.8% |
| 1 | 989 | 3.8% |
| 6 | 975 | 3.7% |
| 2 | 889 | 3.4% |
| 0 | 860 | 3.3% |
| Other values (2) | 897 | 3.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 22733 | |
| Other Punctuation | 3393 | 13.0% |
| Space Separator | 55 | 0.2% |
Most frequent character per category
| Value | Count | Frequency (%) |
| 4 | 6952 | |
| 5 | 4941 | |
| 3 | 4136 | |
| 7 | 1156 | 5.1% |
| 8 | 993 | 4.4% |
| 1 | 989 | 4.4% |
| 6 | 975 | 4.3% |
| 2 | 889 | 3.9% |
| 0 | 860 | 3.8% |
| 9 | 842 | 3.7% |
| Value | Count | Frequency (%) |
| . | 3393 |
| Value | Count | Frequency (%) |
| 55 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 26181 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 4 | 6952 | |
| 5 | 4941 | |
| 3 | 4136 | |
| . | 3393 | |
| 7 | 1156 | 4.4% |
| 8 | 993 | 3.8% |
| 1 | 989 | 3.8% |
| 6 | 975 | 3.7% |
| 2 | 889 | 3.4% |
| 0 | 860 | 3.3% |
| Other values (2) | 897 | 3.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 26181 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 4 | 6952 | |
| 5 | 4941 | |
| 3 | 4136 | |
| . | 3393 | |
| 7 | 1156 | 4.4% |
| 8 | 993 | 3.8% |
| 1 | 989 | 3.8% |
| 6 | 975 | 3.7% |
| 2 | 889 | 3.4% |
| 0 | 860 | 3.3% |
| Other values (2) | 897 | 3.4% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.6 KiB |
| False | |
|---|---|
| True | 49 |
| Value | Count | Frequency (%) |
| False | 9676 | |
| True | 49 | 0.5% |
| Distinct | 36 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.60972704 |
|---|---|
| Minimum | 0 |
| Maximum | 5448.926695 |
| Zeros | 9676 |
| Zeros (%) | 99.5% |
| Memory size | 76.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 5448.926695 |
| Range | 5448.926695 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 207.586132 |
|---|---|
| Coefficient of variation (CV) | 17.88036284 |
| Kurtosis | 476.7534646 |
| Mean | 11.60972704 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 21.07824614 |
| Sum | 112904.5955 |
| Variance | 43092.00219 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 9676 | |
| 58.1391836 | 5 | 0.1% |
| 4263.231981 | 5 | 0.1% |
| 1887.071311 | 2 | < 0.1% |
| 5358.710787 | 2 | < 0.1% |
| 1588.658994 | 2 | < 0.1% |
| 5446.312271 | 2 | < 0.1% |
| 4428.527773 | 2 | < 0.1% |
| 5448.926695 | 2 | < 0.1% |
| 1230.003353 | 1 | < 0.1% |
| Other values (26) | 26 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 9676 | |
| 8.744298219 | 1 | < 0.1% |
| 27.67657288 | 1 | < 0.1% |
| 58.1391836 | 5 | 0.1% |
| 501.901731 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5448.926695 | 2 | |
| 5446.312271 | 2 | |
| 5358.710787 | 2 | |
| 4441.205782 | 1 | |
| 4428.527773 | 2 |
dt_for_away
Real number (ℝ≥0)
| Distinct | 1534 |
|---|---|
| Distinct (%) | 15.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1002.414841 |
|---|---|
| Minimum | 1 |
| Maximum | 5277.157425 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 76.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 182.5727665 |
| Q1 | 462.1027044 |
| median | 872.6534573 |
| Q3 | 1371.338114 |
| 95-th percentile | 2301.123231 |
| Maximum | 5277.157425 |
| Range | 5276.157425 |
| Interquartile range (IQR) | 909.2354094 |
Descriptive statistics
| Standard deviation | 664.5236289 |
|---|---|
| Coefficient of variation (CV) | 0.6629227758 |
| Kurtosis | 0.312291373 |
| Mean | 1002.414841 |
| Median Absolute Deviation (MAD) | 443.2145362 |
| Skewness | 0.8356479375 |
| Sum | 9748484.329 |
| Variance | 441591.6534 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 171.2776779 | 49 | 0.5% |
| 82.64345085 | 49 | 0.5% |
| 286.1594702 | 47 | 0.5% |
| 1371.338114 | 46 | 0.5% |
| 170.3052887 | 45 | 0.5% |
| 1094.539159 | 45 | 0.5% |
| 258.1931562 | 44 | 0.5% |
| 284.9683231 | 43 | 0.4% |
| 1234.388611 | 43 | 0.4% |
| 1174.34971 | 43 | 0.4% |
| Other values (1524) | 9271 |
| Value | Count | Frequency (%) |
| 1 | 22 | |
| 26.68685437 | 2 | < 0.1% |
| 32.2548544 | 1 | < 0.1% |
| 82.64345085 | 49 | |
| 82.87903517 | 22 |
| Value | Count | Frequency (%) |
| 5277.157425 | 1 | |
| 4850.994014 | 1 | |
| 4795.70311 | 1 | |
| 4628.653215 | 1 | |
| 4187.081133 | 1 |
compass_away
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 76.1 KiB |
| NE | |
|---|---|
| NW | |
| SW | |
| SE |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 19450 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | SE |
|---|---|
| 2nd row | NE |
| 3rd row | SE |
| 4th row | NW |
| 5th row | NW |
| Value | Count | Frequency (%) |
| NE | 2967 | |
| NW | 2662 | |
| SW | 2209 | |
| SE | 1887 |
| Value | Count | Frequency (%) |
| ne | 2967 | |
| nw | 2662 | |
| sw | 2209 | |
| se | 1887 |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 5629 | |
| W | 4871 | |
| E | 4854 | |
| S | 4096 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 19450 |
Most frequent character per category
| Value | Count | Frequency (%) |
| N | 5629 | |
| W | 4871 | |
| E | 4854 | |
| S | 4096 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 19450 |
Most frequent character per script
| Value | Count | Frequency (%) |
| N | 5629 | |
| W | 4871 | |
| E | 4854 | |
| S | 4096 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 19450 |
Most frequent character per block
| Value | Count | Frequency (%) |
| N | 5629 | |
| W | 4871 | |
| E | 4854 | |
| S | 4096 |
| Distinct | 4 |
|---|---|
| Distinct (%) | 8.2% |
| Missing | 9676 |
| Missing (%) | 99.5% |
| Memory size | 76.1 KiB |
| NE | |
|---|---|
| SE | |
| NW | |
| SW |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 98 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | NE |
|---|---|
| 2nd row | SE |
| 3rd row | NE |
| 4th row | SE |
| 5th row | NW |
| Value | Count | Frequency (%) |
| NE | 23 | 0.2% |
| SE | 12 | 0.1% |
| NW | 8 | 0.1% |
| SW | 6 | 0.1% |
| (Missing) | 9676 |
| Value | Count | Frequency (%) |
| ne | 23 | |
| se | 12 | |
| nw | 8 | 16.3% |
| sw | 6 | 12.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 35 | |
| N | 31 | |
| S | 18 | |
| W | 14 | 14.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 98 |
Most frequent character per category
| Value | Count | Frequency (%) |
| E | 35 | |
| N | 31 | |
| S | 18 | |
| W | 14 | 14.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 98 |
Most frequent character per script
| Value | Count | Frequency (%) |
| E | 35 | |
| N | 31 | |
| S | 18 | |
| W | 14 | 14.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 98 |
Most frequent character per block
| Value | Count | Frequency (%) |
| E | 35 | |
| N | 31 | |
| S | 18 | |
| W | 14 | 14.3% |
| Distinct | 9627 |
|---|---|
| Distinct (%) | 99.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1508.718489 |
|---|---|
| Minimum | 1197.301 |
| Maximum | 1839.663 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 76.1 KiB |
Quantile statistics
| Minimum | 1197.301 |
|---|---|
| 5-th percentile | 1342.2866 |
| Q1 | 1439.76274 |
| median | 1508.928 |
| Q3 | 1577.621 |
| 95-th percentile | 1670.48353 |
| Maximum | 1839.663 |
| Range | 642.362 |
| Interquartile range (IQR) | 137.8582602 |
Descriptive statistics
| Standard deviation | 99.0675304 |
|---|---|
| Coefficient of variation (CV) | 0.0656633634 |
| Kurtosis | -0.2879641969 |
| Mean | 1508.718489 |
| Median Absolute Deviation (MAD) | 68.854 |
| Skewness | -0.01664253106 |
| Sum | 14672287.3 |
| Variance | 9814.37558 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 1300 | 3 | < 0.1% |
| 1524.291 | 2 | < 0.1% |
| 1485.903 | 2 | < 0.1% |
| 1600.701 | 2 | < 0.1% |
| 1584.024 | 2 | < 0.1% |
| 1495.303 | 2 | < 0.1% |
| 1617.383 | 2 | < 0.1% |
| 1456.739 | 2 | < 0.1% |
| 1425.547 | 2 | < 0.1% |
| 1419.698 | 2 | < 0.1% |
| Other values (9617) | 9704 |
| Value | Count | Frequency (%) |
| 1197.301 | 1 | |
| 1200.129 | 1 | |
| 1219.33761 | 1 | |
| 1227.490928 | 1 | |
| 1228.056 | 1 |
| Value | Count | Frequency (%) |
| 1839.663 | 1 | |
| 1831.462 | 1 | |
| 1824.224 | 1 | |
| 1821.815 | 1 | |
| 1810.502 | 1 |
| Distinct | 9612 |
|---|---|
| Distinct (%) | 98.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1507.068132 |
|---|---|
| Minimum | 1201.561463 |
| Maximum | 1825.961 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 76.1 KiB |
Quantile statistics
| Minimum | 1201.561463 |
|---|---|
| 5-th percentile | 1343.489676 |
| Q1 | 1439.334 |
| median | 1508.481 |
| Q3 | 1576.814 |
| 95-th percentile | 1663.519 |
| Maximum | 1825.961 |
| Range | 624.399537 |
| Interquartile range (IQR) | 137.48 |
Descriptive statistics
| Standard deviation | 97.18539006 |
|---|---|
| Coefficient of variation (CV) | 0.06448639449 |
| Kurtosis | -0.356238729 |
| Mean | 1507.068132 |
| Median Absolute Deviation (MAD) | 68.688 |
| Skewness | -0.07509450543 |
| Sum | 14656237.58 |
| Variance | 9445.00004 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 1552.369 | 3 | < 0.1% |
| 1488.023 | 3 | < 0.1% |
| 1510.359 | 2 | < 0.1% |
| 1503.517 | 2 | < 0.1% |
| 1411.317 | 2 | < 0.1% |
| 1513.732 | 2 | < 0.1% |
| 1512.707 | 2 | < 0.1% |
| 1484.422 | 2 | < 0.1% |
| 1561.495 | 2 | < 0.1% |
| 1441.302 | 2 | < 0.1% |
| Other values (9602) | 9703 |
| Value | Count | Frequency (%) |
| 1201.561463 | 1 | |
| 1210.773886 | 1 | |
| 1212.018 | 1 | |
| 1214.926 | 1 | |
| 1226.028 | 1 |
| Value | Count | Frequency (%) |
| 1825.961 | 1 | |
| 1809.439 | 1 | |
| 1806.346 | 1 | |
| 1785.392 | 1 | |
| 1783.635 | 1 |
| Distinct | 9674 |
|---|---|
| Distinct (%) | 99.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5836280748 |
|---|---|
| Minimum | 0.0709532918 |
| Maximum | 0.9645780571 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 76.1 KiB |
Quantile statistics
| Minimum | 0.0709532918 |
|---|---|
| 5-th percentile | 0.28779041 |
| Q1 | 0.4666119068 |
| median | 0.594092781 |
| Q3 | 0.7102463049 |
| 95-th percentile | 0.8402533518 |
| Maximum | 0.9645780571 |
| Range | 0.8936247653 |
| Interquartile range (IQR) | 0.2436343981 |
Descriptive statistics
| Standard deviation | 0.167347844 |
|---|---|
| Coefficient of variation (CV) | 0.2867371382 |
| Kurtosis | -0.5588378845 |
| Mean | 0.5836280748 |
| Median Absolute Deviation (MAD) | 0.121384362 |
| Skewness | -0.2727265523 |
| Sum | 5675.783027 |
| Variance | 0.02800530088 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5355164624 | 2 | < 0.1% |
| 0.5855936739 | 2 | < 0.1% |
| 0.5316412315 | 2 | < 0.1% |
| 0.5851759268 | 2 | < 0.1% |
| 0.4393974708 | 2 | < 0.1% |
| 0.6258286985 | 2 | < 0.1% |
| 0.4402058761 | 2 | < 0.1% |
| 0.3245722568 | 2 | < 0.1% |
| 0.543909147 | 2 | < 0.1% |
| 0.5984509733 | 2 | < 0.1% |
| Other values (9664) | 9705 |
| Value | Count | Frequency (%) |
| 0.0709532918 | 1 | |
| 0.1063242818 | 1 | |
| 0.1075087842 | 1 | |
| 0.1114412895 | 1 | |
| 0.1140957076 | 1 |
| Value | Count | Frequency (%) |
| 0.9645780571 | 1 | |
| 0.9565612056 | 1 | |
| 0.9542541645 | 1 | |
| 0.9539438646 | 1 | |
| 0.9472871329 | 1 |
| Distinct | 9674 |
|---|---|
| Distinct (%) | 99.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4163719252 |
|---|---|
| Minimum | 0.03542194285 |
| Maximum | 0.9290467082 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 76.1 KiB |
Quantile statistics
| Minimum | 0.03542194285 |
|---|---|
| 5-th percentile | 0.1597466482 |
| Q1 | 0.2897536951 |
| median | 0.405907219 |
| Q3 | 0.5333880932 |
| 95-th percentile | 0.71220959 |
| Maximum | 0.9290467082 |
| Range | 0.8936247653 |
| Interquartile range (IQR) | 0.2436343981 |
Descriptive statistics
| Standard deviation | 0.167347844 |
|---|---|
| Coefficient of variation (CV) | 0.4019191348 |
| Kurtosis | -0.5588378845 |
| Mean | 0.4163719252 |
| Median Absolute Deviation (MAD) | 0.121384362 |
| Skewness | 0.2727265523 |
| Sum | 4049.216973 |
| Variance | 0.02800530088 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.6754277432 | 2 | < 0.1% |
| 0.4354778029 | 2 | < 0.1% |
| 0.54261507 | 2 | < 0.1% |
| 0.5715054084 | 2 | < 0.1% |
| 0.4694410967 | 2 | < 0.1% |
| 0.1425856297 | 2 | < 0.1% |
| 0.4683587685 | 2 | < 0.1% |
| 0.3617206455 | 2 | < 0.1% |
| 0.4644835376 | 2 | < 0.1% |
| 0.5311638963 | 2 | < 0.1% |
| Other values (9664) | 9705 |
| Value | Count | Frequency (%) |
| 0.03542194285 | 1 | |
| 0.04343879442 | 1 | |
| 0.0457458355 | 1 | |
| 0.04605613537 | 1 | |
| 0.05271286707 | 1 |
| Value | Count | Frequency (%) |
| 0.9290467082 | 1 | |
| 0.8936757182 | 1 | |
| 0.8924912158 | 1 | |
| 0.8885587105 | 1 | |
| 0.8859042924 | 1 |
| Distinct | 9725 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1507.91921 |
|---|---|
| Minimum | 1198.229025 |
| Maximum | 1806.39016 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 76.1 KiB |
Quantile statistics
| Minimum | 1198.229025 |
|---|---|
| 5-th percentile | 1347.139155 |
| Q1 | 1441.815237 |
| median | 1509.836322 |
| Q3 | 1573.636654 |
| 95-th percentile | 1664.540825 |
| Maximum | 1806.39016 |
| Range | 608.1611351 |
| Interquartile range (IQR) | 131.8214173 |
Descriptive statistics
| Standard deviation | 95.54391819 |
|---|---|
| Coefficient of variation (CV) | 0.06336143047 |
| Kurtosis | -0.2821861756 |
| Mean | 1507.91921 |
| Median Absolute Deviation (MAD) | 65.92825766 |
| Skewness | -0.04901712861 |
| Sum | 14664514.32 |
| Variance | 9128.640303 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 1494.924121 | 1 | < 0.1% |
| 1475.52048 | 1 | < 0.1% |
| 1393.538949 | 1 | < 0.1% |
| 1453.75684 | 1 | < 0.1% |
| 1552.161972 | 1 | < 0.1% |
| 1426.568652 | 1 | < 0.1% |
| 1457.057486 | 1 | < 0.1% |
| 1375.924841 | 1 | < 0.1% |
| 1456.738447 | 1 | < 0.1% |
| 1484.692771 | 1 | < 0.1% |
| Other values (9715) | 9715 |
| Value | Count | Frequency (%) |
| 1198.229025 | 1 | |
| 1200.584923 | 1 | |
| 1226.746878 | 1 | |
| 1228.260981 | 1 | |
| 1229.675102 | 1 |
| Value | Count | Frequency (%) |
| 1806.39016 | 1 | |
| 1800.256592 | 1 | |
| 1793.913721 | 1 | |
| 1792.062223 | 1 | |
| 1789.874163 | 1 |
| Distinct | 9725 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1506.738767 |
|---|---|
| Minimum | 1206.174113 |
| Maximum | 1798.835806 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 76.1 KiB |
Quantile statistics
| Minimum | 1206.174113 |
|---|---|
| 5-th percentile | 1347.798055 |
| Q1 | 1441.904273 |
| median | 1509.452957 |
| Q3 | 1573.941991 |
| 95-th percentile | 1657.167627 |
| Maximum | 1798.835806 |
| Range | 592.6616936 |
| Interquartile range (IQR) | 132.0377187 |
Descriptive statistics
| Standard deviation | 93.71171232 |
|---|---|
| Coefficient of variation (CV) | 0.06219506286 |
| Kurtosis | -0.3300392236 |
| Mean | 1506.738767 |
| Median Absolute Deviation (MAD) | 65.97244765 |
| Skewness | -0.1080958958 |
| Sum | 14653034.51 |
| Variance | 8781.885026 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 1610.345555 | 1 | < 0.1% |
| 1655.595854 | 1 | < 0.1% |
| 1372.356912 | 1 | < 0.1% |
| 1458.149751 | 1 | < 0.1% |
| 1496.603379 | 1 | < 0.1% |
| 1532.43637 | 1 | < 0.1% |
| 1492.225156 | 1 | < 0.1% |
| 1374.31293 | 1 | < 0.1% |
| 1541.737908 | 1 | < 0.1% |
| 1532.443456 | 1 | < 0.1% |
| Other values (9715) | 9715 |
| Value | Count | Frequency (%) |
| 1206.174113 | 1 | |
| 1210.904201 | 1 | |
| 1213.203583 | 1 | |
| 1220.838048 | 1 | |
| 1223.696643 | 1 |
| Value | Count | Frequency (%) |
| 1798.835806 | 1 | |
| 1795.514049 | 1 | |
| 1783.219349 | 1 | |
| 1783.044649 | 1 | |
| 1779.011293 | 1 |
qb1_value_pre
Real number (ℝ)
| Distinct | 9671 |
|---|---|
| Distinct (%) | 99.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 104.5766828 |
|---|---|
| Minimum | -53.77891723 |
| Maximum | 317.472758 |
| Zeros | 33 |
| Zeros (%) | 0.3% |
| Memory size | 76.1 KiB |
Quantile statistics
| Minimum | -53.77891723 |
|---|---|
| 5-th percentile | 19.93142791 |
| Q1 | 60.39579427 |
| median | 98.42855351 |
| Q3 | 142.2045079 |
| 95-th percentile | 213.3488834 |
| Maximum | 317.472758 |
| Range | 371.2516753 |
| Interquartile range (IQR) | 81.80871365 |
Descriptive statistics
| Standard deviation | 58.95798196 |
|---|---|
| Coefficient of variation (CV) | 0.5637775114 |
| Kurtosis | -0.01468244333 |
| Mean | 104.5766828 |
| Median Absolute Deviation (MAD) | 40.5139525 |
| Skewness | 0.5042780088 |
| Sum | 1017008.24 |
| Variance | 3476.043637 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 33 | 0.3% |
| 112.90158 | 7 | 0.1% |
| 103.37976 | 4 | < 0.1% |
| 42.077376 | 2 | < 0.1% |
| 66.19932 | 2 | < 0.1% |
| 32.64624 | 2 | < 0.1% |
| 16.32312 | 2 | < 0.1% |
| 28.11204 | 2 | < 0.1% |
| 52.1433 | 2 | < 0.1% |
| 112.44816 | 2 | < 0.1% |
| Other values (9661) | 9667 |
| Value | Count | Frequency (%) |
| -53.77891723 | 1 | |
| -44.9854437 | 1 | |
| -39.03696052 | 1 | |
| -38.10632704 | 1 | |
| -35.86706908 | 1 |
| Value | Count | Frequency (%) |
| 317.472758 | 1 | |
| 313.8283835 | 1 | |
| 308.762381 | 1 | |
| 306.8441324 | 1 | |
| 305.2544619 | 1 |
qb2_value_pre
Real number (ℝ)
| Distinct | 9690 |
|---|---|
| Distinct (%) | 99.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 104.4098118 |
|---|---|
| Minimum | -45.31072334 |
| Maximum | 327.7165449 |
| Zeros | 26 |
| Zeros (%) | 0.3% |
| Memory size | 76.1 KiB |
Quantile statistics
| Minimum | -45.31072334 |
|---|---|
| 5-th percentile | 20.31476558 |
| Q1 | 61.02975275 |
| median | 97.59695147 |
| Q3 | 141.4013777 |
| 95-th percentile | 212.9138725 |
| Maximum | 327.7165449 |
| Range | 373.0272682 |
| Interquartile range (IQR) | 80.37162497 |
Descriptive statistics
| Standard deviation | 58.4171454 |
|---|---|
| Coefficient of variation (CV) | 0.5594986179 |
| Kurtosis | -0.02450860585 |
| Mean | 104.4098118 |
| Median Absolute Deviation (MAD) | 39.79824715 |
| Skewness | 0.504049428 |
| Sum | 1015385.42 |
| Variance | 3412.562877 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 26 | 0.3% |
| 112.90158 | 5 | 0.1% |
| 23.12442 | 2 | < 0.1% |
| 108.8208 | 2 | < 0.1% |
| 74.8143 | 2 | < 0.1% |
| 61.28942914 | 2 | < 0.1% |
| 111.99474 | 2 | < 0.1% |
| 68.013 | 2 | < 0.1% |
| 99.26091765 | 1 | < 0.1% |
| 86.22406988 | 1 | < 0.1% |
| Other values (9680) | 9680 |
| Value | Count | Frequency (%) |
| -45.31072334 | 1 | |
| -36.56794713 | 1 | |
| -34.94990164 | 1 | |
| -33.93220331 | 1 | |
| -29.9072105 | 1 |
| Value | Count | Frequency (%) |
| 327.7165449 | 1 | |
| 310.130678 | 1 | |
| 307.0342645 | 1 | |
| 300.7618581 | 1 | |
| 300.2340833 | 1 |
| Distinct | 9725 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5759398122 |
|---|---|
| Minimum | 0.05981049406 |
| Maximum | 0.9671966037 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 76.1 KiB |
Quantile statistics
| Minimum | 0.05981049406 |
|---|---|
| 5-th percentile | 0.2759039736 |
| Q1 | 0.4540434789 |
| median | 0.5874577138 |
| Q3 | 0.7083993485 |
| 95-th percentile | 0.8397586078 |
| Maximum | 0.9671966037 |
| Range | 0.9073861096 |
| Interquartile range (IQR) | 0.2543558696 |
Descriptive statistics
| Standard deviation | 0.1721991186 |
|---|---|
| Coefficient of variation (CV) | 0.2989880452 |
| Kurtosis | -0.5921599876 |
| Mean | 0.5759398122 |
| Median Absolute Deviation (MAD) | 0.1273096889 |
| Skewness | -0.2569352478 |
| Sum | 5601.014674 |
| Variance | 0.02965253645 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.6153388441 | 1 | < 0.1% |
| 0.511120899 | 1 | < 0.1% |
| 0.7377304275 | 1 | < 0.1% |
| 0.5943983535 | 1 | < 0.1% |
| 0.6697278297 | 1 | < 0.1% |
| 0.5111690156 | 1 | < 0.1% |
| 0.8636031118 | 1 | < 0.1% |
| 0.6050896546 | 1 | < 0.1% |
| 0.7594710452 | 1 | < 0.1% |
| 0.85167685 | 1 | < 0.1% |
| Other values (9715) | 9715 |
| Value | Count | Frequency (%) |
| 0.05981049406 | 1 | |
| 0.07022884764 | 1 | |
| 0.08621392691 | 1 | |
| 0.1005701713 | 1 | |
| 0.1007093328 | 1 |
| Value | Count | Frequency (%) |
| 0.9671966037 | 1 | |
| 0.9659098421 | 1 | |
| 0.9565738744 | 1 | |
| 0.9522683646 | 1 | |
| 0.9483917689 | 1 |
| Distinct | 9725 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4240601878 |
|---|---|
| Minimum | 0.03280339633 |
| Maximum | 0.9401895059 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 76.1 KiB |
Quantile statistics
| Minimum | 0.03280339633 |
|---|---|
| 5-th percentile | 0.1602413922 |
| Q1 | 0.2916006515 |
| median | 0.4125422862 |
| Q3 | 0.5459565211 |
| 95-th percentile | 0.7240960264 |
| Maximum | 0.9401895059 |
| Range | 0.9073861096 |
| Interquartile range (IQR) | 0.2543558696 |
Descriptive statistics
| Standard deviation | 0.1721991186 |
|---|---|
| Coefficient of variation (CV) | 0.4060723538 |
| Kurtosis | -0.5921599876 |
| Mean | 0.4240601878 |
| Median Absolute Deviation (MAD) | 0.1273096889 |
| Skewness | 0.2569352478 |
| Sum | 4123.985326 |
| Variance | 0.02965253645 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.7668245439 | 1 | < 0.1% |
| 0.4124150663 | 1 | < 0.1% |
| 0.309169177 | 1 | < 0.1% |
| 0.2275465852 | 1 | < 0.1% |
| 0.6690800474 | 1 | < 0.1% |
| 0.43937645 | 1 | < 0.1% |
| 0.3665085786 | 1 | < 0.1% |
| 0.3781879659 | 1 | < 0.1% |
| 0.4030777744 | 1 | < 0.1% |
| 0.272325196 | 1 | < 0.1% |
| Other values (9715) | 9715 |
| Value | Count | Frequency (%) |
| 0.03280339633 | 1 | |
| 0.03409015793 | 1 | |
| 0.04342612561 | 1 | |
| 0.0477316354 | 1 | |
| 0.05160823111 | 1 |
| Value | Count | Frequency (%) |
| 0.9401895059 | 1 | |
| 0.9297711524 | 1 | |
| 0.9137860731 | 1 | |
| 0.8994298287 | 1 | |
| 0.8992906672 | 1 |
home_fav
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 76.1 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 9725 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
| Value | Count | Frequency (%) |
| 1 | 6506 | |
| 0 | 3219 |
| Value | Count | Frequency (%) |
| 1 | 6506 | |
| 0 | 3219 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 6506 | |
| 0 | 3219 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 9725 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 1 | 6506 | |
| 0 | 3219 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 9725 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 1 | 6506 | |
| 0 | 3219 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 9725 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 1 | 6506 | |
| 0 | 3219 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| df_index | result | spread_favorite | over_under_line | stadium_neutral | dt_for_home | dt_for_away | compass_away | compass_home | elo1_pre | elo2_pre | elo_prob1 | elo_prob2 | qbelo1_pre | qbelo2_pre | qb1_value_pre | qb2_value_pre | qbelo_prob1 | qbelo_prob2 | home_fav | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2298 | 1 | -3.0 | 30 | False | 0.0 | 988.905373 | SE | NaN | 1385.204 | 1487.039 | 0.447188 | 0.552812 | 1382.928035 | 1501.886317 | 35.516718 | 55.159981 | 0.427168 | 0.572832 | 1 |
| 1 | 2299 | 0 | -5.0 | 39 | False | 0.0 | 1174.349710 | NE | NaN | 1422.820 | 1573.513 | 0.379119 | 0.620881 | 1423.239353 | 1559.950522 | 58.063485 | 96.122345 | 0.375353 | 0.624647 | 0 |
| 2 | 2300 | 1 | -3.0 | 31 | False | 0.0 | 184.036793 | SE | NaN | 1485.806 | 1462.502 | 0.624412 | 0.375588 | 1483.909490 | 1464.019768 | 42.756791 | 41.494668 | 0.608396 | 0.391604 | 1 |
| 3 | 2301 | 1 | -3.0 | 31.5 | False | 0.0 | 1095.723761 | NW | NaN | 1579.121 | 1491.380 | 0.706666 | 0.293334 | 1580.348626 | 1487.024327 | 21.700888 | 90.929408 | 0.675602 | 0.324398 | 1 |
| 4 | 2302 | 1 | -1.0 | 37 | False | 0.0 | 958.341925 | NW | NaN | 1408.082 | 1420.160 | 0.575577 | 0.424423 | 1411.647742 | 1424.210902 | 49.196730 | 121.414496 | 0.528007 | 0.471993 | 1 |
| 5 | 2303 | 0 | -4.0 | 36.5 | False | 0.0 | 369.669204 | SE | NaN | 1571.837 | 1543.108 | 0.631707 | 0.368293 | 1570.530350 | 1554.746347 | 79.889828 | 39.539531 | 0.617516 | 0.382484 | 1 |
| 6 | 2304 | 1 | -7.0 | 32 | False | 0.0 | 1584.373778 | NE | NaN | 1501.070 | 1376.895 | 0.748189 | 0.251811 | 1501.392697 | 1385.556901 | 16.152145 | 14.950634 | 0.707520 | 0.292480 | 1 |
| 7 | 2305 | 0 | -5.0 | 32 | False | 0.0 | 424.760553 | SW | NaN | 1454.541 | 1472.748 | 0.566936 | 0.433064 | 1447.159545 | 1464.242458 | 135.575094 | 57.511763 | 0.563144 | 0.436856 | 1 |
| 8 | 2306 | 0 | -2.0 | 41 | False | 0.0 | 400.081904 | SE | NaN | 1486.703 | 1483.734 | 0.596586 | 0.403414 | 1491.273443 | 1479.160062 | 32.187388 | 118.072233 | 0.578964 | 0.421036 | 1 |
| 9 | 2307 | 1 | -7.0 | 31.5 | False | 0.0 | 82.958831 | SW | NaN | 1516.285 | 1435.862 | 0.697859 | 0.302141 | 1515.401198 | 1430.892805 | 68.939029 | 47.936408 | 0.686289 | 0.313711 | 1 |
Last rows
| df_index | result | spread_favorite | over_under_line | stadium_neutral | dt_for_home | dt_for_away | compass_away | compass_home | elo1_pre | elo2_pre | elo_prob1 | elo_prob2 | qbelo1_pre | qbelo2_pre | qb1_value_pre | qb2_value_pre | qbelo_prob1 | qbelo_prob2 | home_fav | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9715 | 12013 | 1 | -11.0 | 48 | False | 0.0 | 833.524038 | SW | NaN | 1695.683599 | 1500.118465 | 0.817565 | 0.182435 | 1730.534638 | 1497.160456 | 222.286925 | 164.839331 | 0.849820 | 0.150180 | 1 |
| 9716 | 12014 | 0 | -5.5 | 47.5 | False | 0.0 | 114.228939 | SE | NaN | 1572.161442 | 1516.981769 | 0.666369 | 0.333631 | 1578.445722 | 1536.927531 | 204.930263 | 164.489312 | 0.619443 | 0.380557 | 1 |
| 9717 | 12015 | 0 | -3.5 | 53.5 | False | 0.0 | 596.492606 | SW | NaN | 1599.076599 | 1654.215004 | 0.514188 | 0.485812 | 1571.696393 | 1651.052726 | 216.955557 | 249.565673 | 0.425714 | 0.574286 | 0 |
| 9718 | 12016 | 1 | -2.5 | 49.5 | False | 0.0 | 265.725548 | NW | NaN | 1700.538009 | 1675.695777 | 0.626487 | 0.373513 | 1688.252986 | 1668.348824 | 289.086698 | 243.185225 | 0.652886 | 0.347114 | 1 |
| 9719 | 12017 | 1 | -7.0 | 45 | False | 0.0 | 1758.300526 | NE | NaN | 1700.226062 | 1620.498535 | 0.697014 | 0.302986 | 1674.786093 | 1633.700632 | 266.649955 | 161.674529 | 0.710875 | 0.289125 | 1 |
| 9720 | 12018 | 1 | -8.0 | 56 | False | 0.0 | 696.123935 | SW | NaN | 1712.652090 | 1552.012725 | 0.785647 | 0.214353 | 1711.217029 | 1568.944343 | 273.850726 | 182.717766 | 0.789927 | 0.210073 | 1 |
| 9721 | 12019 | 0 | -2.5 | 53 | False | 0.0 | 481.270463 | NW | NaN | 1704.051294 | 1645.074008 | 0.671212 | 0.328788 | 1737.311296 | 1624.424406 | 226.770860 | 221.777906 | 0.705859 | 0.294141 | 1 |
| 9722 | 12020 | 0 | -3.0 | 53 | False | 0.0 | 1198.450281 | NW | NaN | 1715.623187 | 1679.186255 | 0.641968 | 0.358032 | 1689.406792 | 1660.789489 | 276.653962 | 221.747091 | 0.629191 | 0.370809 | 1 |
| 9723 | 12021 | 1 | -3.0 | 55 | False | 0.0 | 856.619992 | SW | NaN | 1719.618921 | 1719.974149 | 0.591972 | 0.408028 | 1718.032247 | 1706.159766 | 271.760879 | 273.290046 | 0.535637 | 0.464363 | 1 |
| 9724 | 12022 | 1 | -3.0 | 56 | False | 0.0 | 1033.075041 | SE | NaN | 1703.303296 | 1741.087279 | 0.539087 | 0.460913 | 1684.319058 | 1742.902172 | 211.680227 | 282.261326 | 0.466206 | 0.533794 | 0 |